Improving Landsat predictions of rangeland fractional cover with multitask learning and uncertainty

Quantifying Western U.S. Rangelands as Fractional Components with Multi-Resolution Remote Sensing and In Situ Data

(2020) Matthew Rigge et al.   Remote Sensing

The MODIS Global Vegetation Fractional Cover Product 2001–2018: Characteristics of Vegetation Fractional Cover in Grasslands and Savanna Woodlands

(2020) Michael J. Hill et al.   Remote Sensing

Temporal Convolutional Neural Network for the Classification of Satellite Image Time Series

(2019) Charlotte Pelletier et al.   Remote Sensing

Applications for deep learning in ecology

(2019) Sylvain Christin et al.   Methods in Ecology and Evolution

Vegetation mapping to support greater sage‐grouse habitat monitoring and management: multi‐ or univariate approach?

(2019) Emilie B. Henderson et al.   Ecosphere

Assimilating optical satellite remote sensing images and field data to predict surface indicators in the Western U.S.: Assessing error in satellite predictions based on large geographical datasets with the use of machine learning

(2019) Junzhe Zhang et al.   REMOTE SENSING OF ENVIRONMENT

Spatial Imaging and Screening for Regime Shifts

(2019) Daniel R. Uden et al.   Frontiers in Ecology and Evolution

Machine learning for image based species identification

(2018) Jana Wäldchen et al.   Methods in Ecology and Evolution

Innovation in rangeland monitoring: annual, 30 m, plant functional type percent cover maps for U.S. rangelands, 1984-2017

(2018) Matthew O. Jones et al.   Ecosphere

Deep learning based multi-temporal crop classification

(2018) Liheng Zhong et al.   REMOTE SENSING OF ENVIRONMENT

Google Earth Engine: Planetary-scale geospatial analysis for everyone

(2017) Noel Gorelick et al.   REMOTE SENSING OF ENVIRONMENT

Characterization of shrubland ecosystem components as continuous fields in the northwest United States

(2015) George Xian et al.   REMOTE SENSING OF ENVIRONMENT

Bringing an ecological view of change to Landsat-based remote sensing

(2014) Robert E Kennedy et al.   FRONTIERS IN ECOLOGY AND THE ENVIRONMENT

Extent of Coterminous US Rangelands: Quantifying Implications of Differing Agency Perspectives

(2011) Matthew Clark Reeves et al.   Rangeland Ecology & Management

Medusahead Dispersal and Establishment in Sagebrush Steppe Plant Communities

(2008) Kirk W. Davies   Rangeland Ecology & Management